Functa for Earth Observation Data

Using Functa (Neural Fields) for learning compressed representations of observation and reanalysis data.

Running Scripts

Help From Scripts

python functa4eo/_src/train.py --help

Example Experiment Run

# SSH + SIREN MultiHead Model
python functa4eo/_src/train.py data=ssh model=siren_mh
# SST + SIREN MultiHead Model
python functa4eo/_src/train.py data=temperature model=siren_mh